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Irrigation scheduling for potatoes (Solanum tuberosum L.) under drip irrigation in an arid region using AquaCrop model
Potato is one of the key food crops and China is the largest potato producer in the world. However water scarcity is the major constraint to increase the productivity of potato in the arid regions such as Ningxia in northwest China where this crop is extensively cultivated. The overall objective of...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10584315/ https://www.ncbi.nlm.nih.gov/pubmed/37860247 http://dx.doi.org/10.3389/fpls.2023.1242074 |
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author | Yin, Juan Yang, Yingpan Eeswaran, Rasu Yang, Zhen Ma, Zhenghu Sun, Fubin |
author_facet | Yin, Juan Yang, Yingpan Eeswaran, Rasu Yang, Zhen Ma, Zhenghu Sun, Fubin |
author_sort | Yin, Juan |
collection | PubMed |
description | Potato is one of the key food crops and China is the largest potato producer in the world. However water scarcity is the major constraint to increase the productivity of potato in the arid regions such as Ningxia in northwest China where this crop is extensively cultivated. The overall objective of this study was to optimize the irrigation for potato cultivated under the drip irrigation. To do this, the AquaCrop model was calibrated and validated using the data obtained from two years of field experiment. Then, the calibrated crop model was used to simulate growth and tuber yield of potato in response to 30 different irrigation schemes under two different irrigation scenarios. The crop model evaluation parameters namely, the root mean square error (RMSE), the index of agreement (d), the normalized root mean square error (NRMSE) and the coefficient of determination (R(2) ) showed that the AquaCrop model could simulate the growth and yield of potato under the drip irrigation with different irrigation treatments with reasonable accuracy. Furthermore, yield of potato has increased with increasing amount of total irrigation under drip irrigation; however, yield begins to decline when the amount of total irrigation exceeds 2500 m(3) ha(-1). The study also found that the optimum irrigation schedule for potato was 20 mm of irrigation quota at 7 days of irrigation cycle (i.e., 1800 m(3) ha(-1) or 180 mm of total irrigation). The above irrigation scheduling has achieved 46.77 t ha(-1) of tuber yield with 15.74 kg m(-3) of water use efficiency. These findings may be evaluated in potato cultivation across different climate and soil conditions for wide applicability at different arid regions of the world. |
format | Online Article Text |
id | pubmed-10584315 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105843152023-10-19 Irrigation scheduling for potatoes (Solanum tuberosum L.) under drip irrigation in an arid region using AquaCrop model Yin, Juan Yang, Yingpan Eeswaran, Rasu Yang, Zhen Ma, Zhenghu Sun, Fubin Front Plant Sci Plant Science Potato is one of the key food crops and China is the largest potato producer in the world. However water scarcity is the major constraint to increase the productivity of potato in the arid regions such as Ningxia in northwest China where this crop is extensively cultivated. The overall objective of this study was to optimize the irrigation for potato cultivated under the drip irrigation. To do this, the AquaCrop model was calibrated and validated using the data obtained from two years of field experiment. Then, the calibrated crop model was used to simulate growth and tuber yield of potato in response to 30 different irrigation schemes under two different irrigation scenarios. The crop model evaluation parameters namely, the root mean square error (RMSE), the index of agreement (d), the normalized root mean square error (NRMSE) and the coefficient of determination (R(2) ) showed that the AquaCrop model could simulate the growth and yield of potato under the drip irrigation with different irrigation treatments with reasonable accuracy. Furthermore, yield of potato has increased with increasing amount of total irrigation under drip irrigation; however, yield begins to decline when the amount of total irrigation exceeds 2500 m(3) ha(-1). The study also found that the optimum irrigation schedule for potato was 20 mm of irrigation quota at 7 days of irrigation cycle (i.e., 1800 m(3) ha(-1) or 180 mm of total irrigation). The above irrigation scheduling has achieved 46.77 t ha(-1) of tuber yield with 15.74 kg m(-3) of water use efficiency. These findings may be evaluated in potato cultivation across different climate and soil conditions for wide applicability at different arid regions of the world. Frontiers Media S.A. 2023-09-26 /pmc/articles/PMC10584315/ /pubmed/37860247 http://dx.doi.org/10.3389/fpls.2023.1242074 Text en Copyright © 2023 Yin, Yang, Eeswaran, Yang, Ma and Sun https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Yin, Juan Yang, Yingpan Eeswaran, Rasu Yang, Zhen Ma, Zhenghu Sun, Fubin Irrigation scheduling for potatoes (Solanum tuberosum L.) under drip irrigation in an arid region using AquaCrop model |
title | Irrigation scheduling for potatoes (Solanum tuberosum L.) under drip irrigation in an arid region using AquaCrop model |
title_full | Irrigation scheduling for potatoes (Solanum tuberosum L.) under drip irrigation in an arid region using AquaCrop model |
title_fullStr | Irrigation scheduling for potatoes (Solanum tuberosum L.) under drip irrigation in an arid region using AquaCrop model |
title_full_unstemmed | Irrigation scheduling for potatoes (Solanum tuberosum L.) under drip irrigation in an arid region using AquaCrop model |
title_short | Irrigation scheduling for potatoes (Solanum tuberosum L.) under drip irrigation in an arid region using AquaCrop model |
title_sort | irrigation scheduling for potatoes (solanum tuberosum l.) under drip irrigation in an arid region using aquacrop model |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10584315/ https://www.ncbi.nlm.nih.gov/pubmed/37860247 http://dx.doi.org/10.3389/fpls.2023.1242074 |
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